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Generating Fixed-Size Training Sets for Large and Streaming Datasets.
Stefanos Ougiaroglou
Georgios Arampatzis
Dimitris A. Dervos
Georgios Evangelidis
Published in:
ADBIS (2017)
Keyphrases
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fixed size
sliding window
variable size
training set
data streams
supervised learning
classification accuracy
streaming data
window size
small image patches
benchmark datasets
training examples
training dataset
active learning
feature space
database
weak classifiers
support vector
data sets